Skip to main content
Top
Published in: BMC Medical Informatics and Decision Making 1/2012

Open Access 01-12-2012 | Software

Adaptation of a web-based, open source electronic medical record system platform to support a large study of tuberculosis epidemiology

Authors: Hamish SF Fraser, David Thomas, Juan Tomaylla, Nadia Garcia, Leonid Lecca, Megan Murray, Mercedes C Becerra

Published in: BMC Medical Informatics and Decision Making | Issue 1/2012

Login to get access

Abstract

Background

In 2006, we were funded by the US National Institutes of Health to implement a study of tuberculosis epidemiology in Peru. The study required a secure information system to manage data from a target goal of 16,000 subjects who needed to be followed for at least one year. With previous experience in the development and deployment of web-based medical record systems for TB treatment in Peru, we chose to use the OpenMRS open source electronic medical record system platform to develop the study information system. Supported by a core technical and management team and a large and growing worldwide community, OpenMRS is now being used in more than 40 developing countries. We adapted the OpenMRS platform to better support foreign languages. We added a new module to support double data entry, linkage to an existing laboratory information system, automatic upload of GPS data from handheld devices, and better security and auditing of data changes. We added new reports for study managers, and developed data extraction tools for research staff and statisticians. Further adaptation to handle direct entry of laboratory data occurred after the study was launched.

Results

Data collection in the OpenMRS system began in September 2009. By August 2011 a total of 9,256 participants had been enrolled, 102,274 forms and 13,829 laboratory results had been entered, and there were 208 users. The system is now entirely supported by the Peruvian study staff and programmers.

Conclusions

The information system served the study objectives well despite requiring some significant adaptations mid-stream. OpenMRS has more tools and capabilities than it did in 2008, and requires less adaptations for future projects. OpenMRS can be an effective research data system in resource poor environments, especially for organizations using or considering it for clinical care as well as research.
Appendix
Available only for authorised users
Literature
1.
go back to reference Espinal MA, Laszlo A, Simonsen L: Global trends in resistance to anti-tuberculosis drugs. World Health Organization– International Union against tuberculosis and lung disease working group on anti-tuberculosis drug resistance surveillance. N Engl J Med. 2001, 344: 1294-1303. 10.1056/NEJM200104263441706.CrossRefPubMed Espinal MA, Laszlo A, Simonsen L: Global trends in resistance to anti-tuberculosis drugs. World Health Organization– International Union against tuberculosis and lung disease working group on anti-tuberculosis drug resistance surveillance. N Engl J Med. 2001, 344: 1294-1303. 10.1056/NEJM200104263441706.CrossRefPubMed
2.
go back to reference Mitnick CD, Shin SS, Seung KJ, Rich ML, Atwood SS, Furin JJ, Fitzmaurice GM, Alcántara F, Appleton SC, Bonilla C, Chalco K, Choi S, Franke MF, Fraser HSF, Guerra D, Hurtado RM, Jazayeri D, Joseph K, Llaro K, Mestanza L, Mukherjee JS, Muñoz M, Palacios E, Sánchez E, Bayona J, Becerra MC: Extensively Drug-Resistant Tuberculosis: A Comprehensive Treatment Approach. N Engl J Med. 2008, 359 (Suppl 6): 563-574.CrossRefPubMedPubMedCentral Mitnick CD, Shin SS, Seung KJ, Rich ML, Atwood SS, Furin JJ, Fitzmaurice GM, Alcántara F, Appleton SC, Bonilla C, Chalco K, Choi S, Franke MF, Fraser HSF, Guerra D, Hurtado RM, Jazayeri D, Joseph K, Llaro K, Mestanza L, Mukherjee JS, Muñoz M, Palacios E, Sánchez E, Bayona J, Becerra MC: Extensively Drug-Resistant Tuberculosis: A Comprehensive Treatment Approach. N Engl J Med. 2008, 359 (Suppl 6): 563-574.CrossRefPubMedPubMedCentral
3.
4.
go back to reference Kuchinke W, Ohmann C, Yang Q, Salas N, Lauritsen J, Gueyffier F: Heterogeneity prevails: the state of clinical trial data management in Europe - results of a survey of ECRIN centres. Trials. 2010, 11: 79-10.1186/1745-6215-11-79.CrossRefPubMedPubMedCentral Kuchinke W, Ohmann C, Yang Q, Salas N, Lauritsen J, Gueyffier F: Heterogeneity prevails: the state of clinical trial data management in Europe - results of a survey of ECRIN centres. Trials. 2010, 11: 79-10.1186/1745-6215-11-79.CrossRefPubMedPubMedCentral
5.
go back to reference Harris PA, Taylor R, Thielke R, Payne J: Research electronic data capture (REDCap) – a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009, 42: 377-381. 10.1016/j.jbi.2008.08.010.CrossRefPubMed Harris PA, Taylor R, Thielke R, Payne J: Research electronic data capture (REDCap) – a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009, 42: 377-381. 10.1016/j.jbi.2008.08.010.CrossRefPubMed
6.
go back to reference Fraser HSF, Jazayeri D, Mitnick CD, Mukherjee JS, Bayona J: Informatics tools to monitor progress and outcomes of patients with drug resistant tuberculosis in Perú. Proc AMIA Symp. 2002, 270-274. Fraser HSF, Jazayeri D, Mitnick CD, Mukherjee JS, Bayona J: Informatics tools to monitor progress and outcomes of patients with drug resistant tuberculosis in Perú. Proc AMIA Symp. 2002, 270-274.
7.
go back to reference Blaya JA, Shin SS, Yagui M, Yale G, Suarez C, Asencios L, Contreras C, Rodriguez P, Kim J, Cegielski P, Fraser HSF: Electronic lab system reduces errors in National Tuberculosis Program: Cluster randomized controlled trial. Int J Tuberc Lung Dis. 2010, 14 (Suppl 8): 1009-1015.PubMed Blaya JA, Shin SS, Yagui M, Yale G, Suarez C, Asencios L, Contreras C, Rodriguez P, Kim J, Cegielski P, Fraser HSF: Electronic lab system reduces errors in National Tuberculosis Program: Cluster randomized controlled trial. Int J Tuberc Lung Dis. 2010, 14 (Suppl 8): 1009-1015.PubMed
8.
go back to reference Mazzetti Soler P, Del Carmen Sara J, Podestá Gavilano LE, Cesar Bonilla Asalde C: Norma Técnica de Salud para el Control de la Tuberculosis. 2006, Lima, Peru: Ministerio de Salud del Peru Mazzetti Soler P, Del Carmen Sara J, Podestá Gavilano LE, Cesar Bonilla Asalde C: Norma Técnica de Salud para el Control de la Tuberculosis. 2006, Lima, Peru: Ministerio de Salud del Peru
11.
go back to reference Mamlin BW, Biondich PG, Wolfe BA, Fraser HSF: Cooking up an open source EMR for developing countries: OpenMRS – A recipe for successful collaboration. Proc AMIA Symp. 2006, 529-533. Mamlin BW, Biondich PG, Wolfe BA, Fraser HSF: Cooking up an open source EMR for developing countries: OpenMRS – A recipe for successful collaboration. Proc AMIA Symp. 2006, 529-533.
12.
go back to reference Seebregts CJ, Mamlin BW, Biondich PG, Fraser HSF, Wolfe BA, Jazayeri D, Miranda J, Blaya J, Sinha C, Bailey CT, Kanter AS: Human factors for capacity building: lessons learned from the OpenMRS implementers network. Yearb Med Inform. 2010, 13-20. Seebregts CJ, Mamlin BW, Biondich PG, Fraser HSF, Wolfe BA, Jazayeri D, Miranda J, Blaya J, Sinha C, Bailey CT, Kanter AS: Human factors for capacity building: lessons learned from the OpenMRS implementers network. Yearb Med Inform. 2010, 13-20.
13.
go back to reference Mohammed-Rajput NA, Smith DC, Mamlin B, Biondich P, Doebbeling BN: Open MRS Collaborative Investigators. OpenMRS, a global medical records system collaborative: factors influencing successful implementation. AMIA AnnuSymp Proc. 2011, 960-8. Epub 2011 Oct 22 Mohammed-Rajput NA, Smith DC, Mamlin B, Biondich P, Doebbeling BN: Open MRS Collaborative Investigators. OpenMRS, a global medical records system collaborative: factors influencing successful implementation. AMIA AnnuSymp Proc. 2011, 960-8. Epub 2011 Oct 22
16.
go back to reference Blaya JA, Shin SS, Yagui MJA, Yale G, Suares CZ, Asencios L, Cegielski P, Fraser HSF: A web-based laboratory information system to improve quality of care of tuberculosis patients in Peru: design, implementation and evaluation methodology. BMC Med Inform DecisMak. 2007, 7 (1): 33-10.1186/1472-6947-7-33.CrossRef Blaya JA, Shin SS, Yagui MJA, Yale G, Suares CZ, Asencios L, Cegielski P, Fraser HSF: A web-based laboratory information system to improve quality of care of tuberculosis patients in Peru: design, implementation and evaluation methodology. BMC Med Inform DecisMak. 2007, 7 (1): 33-10.1186/1472-6947-7-33.CrossRef
20.
go back to reference Egger M, Ekouevi DK, Williams C, Lyamuya RE, Mukumbi H, Braitstein P, Hartwell T, Graber C, Chi BH, Boulle A, Dabis F, Wools-Kaloustian K: Cohort Profile: The international epidemiological databases to evaluate AIDS (IeDEA) in sub-Saharan Africa. Int J Epidemiol. 2011, [Epub ahead of print] PMID: 21593078 Egger M, Ekouevi DK, Williams C, Lyamuya RE, Mukumbi H, Braitstein P, Hartwell T, Graber C, Chi BH, Boulle A, Dabis F, Wools-Kaloustian K: Cohort Profile: The international epidemiological databases to evaluate AIDS (IeDEA) in sub-Saharan Africa. Int J Epidemiol. 2011, [Epub ahead of print] PMID: 21593078
21.
go back to reference Amoroso C, Akimana B, Wise B, Fraser HSF: Using Electronic Medical Records for HIV Care in Rural Rwanda. Stud Health Technol Inform. 2010, 160: 337-341.PubMed Amoroso C, Akimana B, Wise B, Fraser HSF: Using Electronic Medical Records for HIV Care in Rural Rwanda. Stud Health Technol Inform. 2010, 160: 337-341.PubMed
22.
go back to reference Were MC, Shen C, Tierney WM, Mamlin JJ, Biondich PG, Li X, Kimaiyo S, Mamlin BW: Evaluation of computer-generated reminders to improve CD4 laboratory monitoring in sub-Saharan Africa: a prospective comparative study. J Am Med Inform Assoc. 2011, 18 (2): 150-155. 10.1136/jamia.2010.005520.CrossRefPubMedPubMedCentral Were MC, Shen C, Tierney WM, Mamlin JJ, Biondich PG, Li X, Kimaiyo S, Mamlin BW: Evaluation of computer-generated reminders to improve CD4 laboratory monitoring in sub-Saharan Africa: a prospective comparative study. J Am Med Inform Assoc. 2011, 18 (2): 150-155. 10.1136/jamia.2010.005520.CrossRefPubMedPubMedCentral
23.
go back to reference Ohemeng-Dapaah S, Pronyk P, Akosa E, Nemser B, Kanter AS: Combining vital events registration, verbal autopsy and electronic medical records in rural Ghana for improved health services delivery. Stud Health Technol Inform. 2010, 160 (Pt 1): 416-420.PubMed Ohemeng-Dapaah S, Pronyk P, Akosa E, Nemser B, Kanter AS: Combining vital events registration, verbal autopsy and electronic medical records in rural Ghana for improved health services delivery. Stud Health Technol Inform. 2010, 160 (Pt 1): 416-420.PubMed
25.
go back to reference Fraser HSF, Blaya J: Implementing medical information systems in developing countries, what works and what doesn’t. Proc AMIA Symp. 2010, 232-236. Fraser HSF, Blaya J: Implementing medical information systems in developing countries, what works and what doesn’t. Proc AMIA Symp. 2010, 232-236.
26.
go back to reference Leroux H, McBride S, Gibson S: On selecting a clinical trial management system for large scale, multi-centre, multi-modal clinical research study. Stud Health Technol Inform. 2011, 168: 89-95.PubMed Leroux H, McBride S, Gibson S: On selecting a clinical trial management system for large scale, multi-centre, multi-modal clinical research study. Stud Health Technol Inform. 2011, 168: 89-95.PubMed
29.
go back to reference Blaya JA, Cohen T, Rodríguez P, Kim J, Fraser HSF: PDAs to collect tuberculosis bacteriology data in Peru reduce delays, errors, workload, and are acceptable to users: Cluster randomized controlled trial. Int J Infect Dis. 2009, 13 (3): 410-418. 10.1016/j.ijid.2008.09.015.CrossRefPubMed Blaya JA, Cohen T, Rodríguez P, Kim J, Fraser HSF: PDAs to collect tuberculosis bacteriology data in Peru reduce delays, errors, workload, and are acceptable to users: Cluster randomized controlled trial. Int J Infect Dis. 2009, 13 (3): 410-418. 10.1016/j.ijid.2008.09.015.CrossRefPubMed
30.
go back to reference Bird S, Galea J, Ahmed O, Garcia N, Tomaylla J, Lecca L, Becerra M, Murray M: Implementing mobile phone-based data collection in a large cohort longitudinal study in Lima, Peru. IJTLD V15. 2011, 11 (suppl. 3): PC-1211-28 Bird S, Galea J, Ahmed O, Garcia N, Tomaylla J, Lecca L, Becerra M, Murray M: Implementing mobile phone-based data collection in a large cohort longitudinal study in Lima, Peru. IJTLD V15. 2011, 11 (suppl. 3): PC-1211-28
35.
go back to reference Murphy SN, Weber G, Mendis M, Gainer V, Chueh HC, Churchill S, Kohane I: Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2). J Am Med Inform Assoc. 2010, 17 (2): 124-130. 10.1136/jamia.2009.000893.CrossRefPubMedPubMedCentral Murphy SN, Weber G, Mendis M, Gainer V, Chueh HC, Churchill S, Kohane I: Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2). J Am Med Inform Assoc. 2010, 17 (2): 124-130. 10.1136/jamia.2009.000893.CrossRefPubMedPubMedCentral
Metadata
Title
Adaptation of a web-based, open source electronic medical record system platform to support a large study of tuberculosis epidemiology
Authors
Hamish SF Fraser
David Thomas
Juan Tomaylla
Nadia Garcia
Leonid Lecca
Megan Murray
Mercedes C Becerra
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2012
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/1472-6947-12-125

Other articles of this Issue 1/2012

BMC Medical Informatics and Decision Making 1/2012 Go to the issue